Methods

Boosting Offline Reinforcement Learning with Action Preference Query ICML 2023 Boosting Punctuation Restoration with Data Generation and Reinforcement Learning Interspeech 2023 Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks NeurIPS 2023 Bounding the optimal value function in compositional reinforcement learning UAI 2023 Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback NeurIPS 2023 Breaking the Curse of Multiagency: Provably Efficient Decentralized Multi-Agent RL with Function Approximation COLT 2023 BRExIt: On Opponent Modelling in Expert Iteration IJCAI 2023 Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics RSS 2023 Bridging RL Theory and Practice with the Effective Horizon NeurIPS 2023 Budgeting Counterfactual for Offline RL NeurIPS 2023 Building a Subspace of Policies for Scalable Continual Learning ICLR 2023 Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning EMNLP 2023 Byzantine-Robust Online and Offline Distributed Reinforcement Learning AISTATS 2023 CAJun: Continuous Adaptive Jumping using a Learned Centroidal Controller CoRL 2023 Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning NeurIPS 2023 Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning? CLeaR 2023 Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories ICLR 2023 Can Reinforcement Learning Find Stackelberg-Nash Equilibria in General-Sum Markov Games with Myopically Rational Followers? JMLR 2023 Causal Deep Reinforcement Learning Using Observational Data IJCAI 2023 Causal Policy Gradient for Whole-Body Mobile Manipulation RSS 2023 Cell-Free Latent Go-Explore ICML 2023 CEM: Constrained Entropy Maximization for Task-Agnostic Safe Exploration AAAI 2023 Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning AAAI 2023 CFlowNets: Continuous Control with Generative Flow Networks ICLR 2023 Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning ICLR 2023